Advanced Tutorials

This sections includes the advanced tutorials on the usage of the metatrain package. If you are new to metatrain, we recommend to start with the Quickstart and the Beginner Tutorials.

Transfer Learning (experimental)

Transfer Learning (experimental)

Computing LLPR uncertainties

Computing LLPR uncertainties

Training a model with ZBL corrections

Training a model with ZBL corrections

Fitting generic targets

Fitting generic targets

Training a FlashMD model

Training a FlashMD model

Multi-GPU training

Multi-GPU training

Training with Mixed Stress Structures

Training with Mixed Stress Structures

Training a DOS model

Training a DOS model

Generating and training an LLPR-derived shallow ensemble model

Generating and training an LLPR-derived shallow ensemble model